COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[5]:

Currently data as of date: 2020-10-30T17:00:00

 

What's in the original dataframe?

Out[6]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[7]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5245 2020-10-30T17:00:00 ITA 19 Sicilia 38.115697 13.362357 895 117 1012 12552 ... 819 984 6758 484 13165.0 7641.0 20806 676669 477579.0 NaN
5246 2020-10-30T17:00:00 ITA 9 Toscana 43.769231 11.255889 1007 153 1160 25260 ... 2450 2765 13983 1320 33468.0 8255.0 41723 1074698 717521.0 effettuati 12488 tamponi rapidi antigenici di ...
5247 2020-10-30T17:00:00 ITA 10 Umbria 43.106758 12.388247 260 42 302 5864 ... 595 729 3409 121 2996.0 6700.0 9696 294451 171539.0 NaN
5248 2020-10-30T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 127 7 134 1583 ... 133 155 1253 166 2768.0 368.0 3136 40780 25710.0 NaN
5249 2020-10-30T17:00:00 ITA 5 Veneto 45.434905 12.338452 777 117 894 25653 ... 2921 3012 25321 2388 24718.0 29538.0 54256 2310397 898237.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[8]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-10-26 2020-10-26 Veneto 45.434905 12.338452 612 76 688 17359 18047 1075 1129 25087 2332 24066.0 21400.0 45466 2246098 874701.0 NaN 4905854
2020-10-27 2020-10-27 Veneto 45.434905 12.338452 664 83 747 18770 19517 1470 1526 25131 2344 24220.0 22772.0 46992 2259786 880224.0 NaN 4905854
2020-10-28 2020-10-28 Veneto 45.434905 12.338452 708 90 798 20802 21600 2083 2143 25180 2355 24377.0 24758.0 49135 2275869 886165.0 NaN 4905854
2020-10-29 2020-10-29 Veneto 45.434905 12.338452 759 97 856 22770 23626 2026 2109 25247 2371 24522.0 26722.0 51244 2288598 890507.0 NaN 4905854
2020-10-30 2020-10-30 Veneto 45.434905 12.338452 777 117 894 25653 26547 2921 3012 25321 2388 24718.0 29538.0 54256 2310397 898237.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together